Title :
Lossless Coding of Multiband Images Using Interband Data Correlation and Error Feedback Prediction Scheme
Author :
Lin, Cheng-Chen ; Hwang, Yin-Tsung ; Chang, Yi-Chen ; Chen, Jiun-Jiang ; Liu, Ming-Wei
Author_Institution :
Dept. of Electr. Eng., Nat. Chung Hsing Univ., Taichung, Taiwan
Abstract :
In this paper, a multiband loss less compression system exploiting inter-band data correlation is presented. We develop an adaptive prediction scheme that can dynamically switch among smooth, intra and intra-band prediction modes subject to the data correlation. Specifically, we use context information to determine the inter-band correlation between neighboring bands, and then borrow the wisdom of optimal prediction formula from the previous band if its context matches the current one. Prediction error from the previous band is feedback for bias cancellation. Experimental results show that the proposed system delivers the best coding performance among various multi-band image formats. The bit-rate saving over other state-of-the-art techniques can be up to 16%.
Keywords :
correlation methods; data compression; error statistics; image coding; adaptive prediction scheme; bias cancellation; context information; error feedback prediction scheme; interband data correlation; intraband prediction; lossless coding; multiband lossless image compression system; optimal prediction formula; prediction error; state-of-the-art techniques; Context; Correlation; Encoding; Hyperspectral imaging; Image coding; Pixel; Redundancy; context matching; lossless compression; multiband images;
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), 2010 Sixth International Conference on
Conference_Location :
Darmstadt
Print_ISBN :
978-1-4244-8378-5
Electronic_ISBN :
978-0-7695-4222-5
DOI :
10.1109/IIHMSP.2010.77